Publikationen von 0000-0002-3730-5348
(ORCID: 0000-0002-3730-5348)

Rösler, Wiebke, Altenbuchinger, Michael, Baeßler, Bettina, Beissbarth, Tim, Beutel, Gernot, Bock, Robert, von Bubnoff, Nikolas, Eckardt, Jan-Niklas , Foersch, Sebastian, Loeffler, Chiara M L , Middeke, Jan Moritz, Mueller, Martha-Lena, Oellerich, Thomas, Risse, Benjamin, Scherag, André, Schliemann, Christoph, Scholz, Markus, Spang, Rainer, Thielscher, Christian, Tsoukakis, Ioannis und Kather, Jakob Nikolas (2023) An overview and a roadmap for artificial intelligence in hematology and oncology. Journal of cancer research and clinical oncology.

Hauser, Katja , Kurz, Alexander, Haggenmüller, Sarah, Maron, Roman C., von Kalle, Christof , Utikal, Jochen S., Meier, Friedegund , Hobelsberger, Sarah , Gellrich, Frank F. , Sergon, Mildred , Hauschild, Axel, French, Lars E., Heinzerling, Lucie, Schlager, Justin G., Ghoreschi, Kamran , Schlaak, Max, Hilke, Franz J., Poch, Gabriela, Kutzner, Heinz, Berking, Carola, Heppt, Markus V., Erdmann, Michael, Haferkamp, Sebastian, Schadendorf, Dirk, Sondermann, Wiebke, Goebeler, Matthias, Schilling, Bastian, Kather, Jakob N. , Fröhling, Stefan, Lipka, Daniel B., Hekler, Achim, Krieghoff-Henning, Eva und Brinker, Titus J. (2022) Explainable artificial intelligence in skin cancer recognition: A systematic review. European Journal of Cancer 167, S. 54-69. Volltext nicht vorhanden.

Maron, Roman C., Hekler, Achim, Haggenmüller, Sarah, von Kalle, Christof, Utikal, Jochen S., Müller, Verena, Gaiser, Maria, Meier, Friedegund , Hobelsberger, Sarah , Gellrich, Frank F. , Sergon, Mildred, Hauschild, Axel, French, Lars E., Heinzerling, Lucie, Schlager, Justin G., Ghoreschi, Kamran, Schlaak, Max, Hilke, Franz J., Poch, Gabriela, Korsing, Sören, Berking, Carola, Heppt, Markus V., Erdmann, Michael, Haferkamp, Sebastian, Schadendorf, Dirk, Sondermann, Wiebke, Goebeler, Matthias, Schilling, Bastian, Kather, Jakob N. , Fröhling, Stefan, Lipka, Daniel B., Krieghoff-Henning, Eva und Brinker, Titus J. (2022) Model soups improve performance of dermoscopic skin cancer classifiers. European Journal of Cancer 173, S. 307-316. Volltext nicht vorhanden.

Calderaro, Julien, Di Tommaso, Luca , Maillé, Pascale, Beaufrère, Aurélie, Nguyen, Cong Trung, Heij, Lara, Gnemmi, Viviane , Graham, Rondell P. , Charlotte, Frédéric , Chartier, Suzanne, Wendum, Dominique, Vij, Mukul, Allende, Daniela, Diaz, Alba , Fuster, Carla, Rivière, Benjamin, Herrero, Astrid, Augustin, Jérémy, Evert, Katja, Calvisi, Diego Francesco, Leow, Wei Qiang, Leung, Howard Ho Wai , Bednarsch, Jan, Boleslawski, Emmanuel, Rela, Mohamed, Chan, Anthony Wing-Hung, Forner, Alejandro, Reig, Maria , Pujals, Anaïs, Favre, Loetitia, Allaire, Manon, Scatton, Olivier, Uguen, Arnaud, Trépo, Eric, Sanchez, Lukas Otero, Chatelain, Denis, Remmelink, Myriam, Boulagnon-Rombi, Camille, Bazille, Céline, Sturm, Nathalie, Menahem, Benjamin, Frouin, Eric , Tougeron, David, Tournigand, Christophe, Kempf, Emmanuelle , Kim, Haeryoung, Ningarhari, Massih , Michalak-Provost, Sophie, Kather, Jakob Nikolas , Gouw, Annette S. H., Gopal, Purva, Brustia, Raffaele, Vibert, Eric, Schulze, Kornelius, Rüther, Darius F., Weidemann, Sören A., Rhaiem, Rami, Nault, Jean-Charles, Laurent, Alexis, Amaddeo, Giuliana, Regnault, Hélène, de Martin, Eleonora, Sempoux, Christine, Navale, Pooja, Shinde, Jayendra, Bacchuwar, Ketan, Westerhoff, Maria, Lo, Regina Cheuk-Lam, Sebbagh, Mylène, Guettier, Catherine, Lequoy, Marie, Komuta, Mina, Ziol, Marianne, Paradis, Valérie, Shen, Jeanne und Caruso, Stefano (2022) Nestin as a diagnostic and prognostic marker for combined hepatocellular-cholangiocarcinoma. Journal of Hepatology 77 (6), S. 1586-1597. Volltext nicht vorhanden.

Maron, Roman C., Schlager, Justin G., Haggenmüller, Sarah, von Kalle, Christof, Utikal, Jochen S., Meier, Friedegund, Gellrich, Frank F. , Hobelsberger, Sarah , Hauschild, Axel, French, Lars, Heinzerling, Lucie, Schlaak, Max, Ghoreschi, Kamran , Hilke, Franz J. , Poch, Gabriela, Heppt, Markus V., Berking, Carola, Haferkamp, Sebastian , Sondermann, Wiebke, Schadendorf, Dirk, Schilling, Bastian, Goebeler, Matthias, Krieghoff-Henning, Eva, Hekler, Achim, Fröhling, Stefan, Lipka, Daniel B., Kather, Jakob N. und Brinker, Titus J. (2021) A benchmark for neural network robustness in skin cancer classification. European Journal of Cancer 155, S. 191-199. Volltext nicht vorhanden.

Höhn, Julia, Krieghoff-Henning, Eva , Jutzi, Tanja B., von Kalle, Christof , Utikal, Jochen S., Meier, Friedegund, Gellrich, Frank F. , Hobelsberger, Sarah, Hauschild, Axel, Schlager, Justin G., French, Lars, Heinzerling, Lucie, Schlaak, Max, Ghoreschi, Kamran , Hilke, Franz J. , Poch, Gabriela, Kutzner, Heinz, Heppt, Markus V., Haferkamp, Sebastian , Sondermann, Wiebke, Schadendorf, Dirk, Schilling, Bastian, Goebeler, Matthias, Hekler, Achim, Fröhling, Stefan, Lipka, Daniel B., Kather, Jakob N. , Krahl, Dieter, Ferrara, Gerardo, Haggenmüller, Sarah und Brinker, Titus J. (2021) Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification. European Journal of Cancer 149, S. 94-101. Volltext nicht vorhanden.

Brinker, Titus J. , Kiehl, Lennard, Schmitt, Max, Jutzi, Tanja B., Krieghoff-Henning, Eva I., Krahl, Dieter, Kutzner, Heinz , Gholam, Patrick, Haferkamp, Sebastian , Klode, Joachim, Schadendorf, Dirk, Hekler, Achim, Fröhling, Stefan, Kather, Jakob N. , Haggenmüller, Sarah, von Kalle, Christof, Heppt, Markus, Hilke, Franz , Ghoreschi, Kamran , Tiemann, Markus, Wehkamp, Ulrike, Hauschild, Axel, Weichenthal, Michael und Utikal, Jochen S. (2021) Deep learning approach to predict sentinel lymph node status directly from routine histology of primary melanoma tumours. European Journal of Cancer 154, S. 227-234. Volltext nicht vorhanden.

Schmitt, Max, Maron, Roman Christoph, Hekler, Achim, Stenzinger, Albrecht, Hauschild, Axel, Weichenthal, Michael , Tiemann, Markus , Krahl, Dieter, Kutzner, Heinz , Utikal, Jochen Sven , Haferkamp, Sebastian , Kather, Jakob Nikolas , Klauschen, Frederick, Krieghoff-Henning, Eva, Fröhling, Stefan, von Kalle, Christof und Brinker, Titus Josef (2021) Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study. Journal of Medical Internet Research 23 (2), e23436. Volltext nicht vorhanden.

Höhn, Julia, Hekler, Achim, Krieghoff-Henning, Eva , Kather, Jakob Nikolas , Utikal, Jochen Sven , Meier, Friedegund , Gellrich, Frank Friedrich , Hauschild, Axel, French, Lars , Schlager, Justin Gabriel, Ghoreschi, Kamran , Wilhelm, Tabea, Kutzner, Heinz, Heppt, Markus, Haferkamp, Sebastian , Sondermann, Wiebke, Schadendorf, Dirk, Schilling, Bastian, Maron, Roman C, Schmitt, Max, Jutzi, Tanja, Fröhling, Stefan, Lipka, Daniel B und Brinker, Titus Josef (2021) Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review. Journal of Medical Internet Research 23 (7), e20708. Volltext nicht vorhanden.

Maron, Roman C., Haggenmüller, Sarah, von Kalle, Christof , Utikal, Jochen S., Meier, Friedegund, Gellrich, Frank F. , Hauschild, Axel, French, Lars E. , Schlaak, Max, Ghoreschi, Kamran , Kutzner, Heinz, Heppt, Markus V., Haferkamp, Sebastian , Sondermann, Wiebke, Schadendorf, Dirk , Schilling, Bastian, Hekler, Achim, Krieghoff-Henning, Eva, Kather, Jakob N. , Fröhling, Stefan, Lipka, Daniel B. und Brinker, Titus J. (2021) Robustness of convolutional neural networks in recognition of pigmented skin lesions. European Journal of Cancer 145, S. 81-91. Volltext nicht vorhanden.

Hekler, Achim, Kather, Jakob N. , Krieghoff-Henning, Eva, Utikal, Jochen S., Meier, Friedegund, Gellrich, Frank F., Upmeier zu Belzen, Julius, French, Lars, Schlager, Justin G., Ghoreschi, Kamran, Wilhelm, Tabea, Kutzner, Heinz, Berking, Carola, Heppt, Markus V., Haferkamp, Sebastian, Sondermann, Wiebke, Schadendorf, Dirk, Schilling, Bastian, Izar, Benjamin, Maron, Roman, Schmitt, Max, Fröhling, Stefan, Lipka, Daniel B. und Brinker, Titus J. (2020) Effects of Label Noise on Deep Learning-Based Skin Cancer Classification. Frontiers in Medicine 7. Volltext nicht vorhanden.